@article{Oliva2006,
abstract = {Humans can recognize the gist of a novel image in a single glance, independent of its complexity. How is this remarkable feat accomplished? On the basis of behavioral and computational evidence, this paper describes a formal approach to the representation and the mechanism of scene gist understanding, based on scene-centered, rather than object-centered primitives. We show that the structure of a scene image can be estimated by the mean of global image features, providing a statistical summary of the spatial layout properties (Spatial Envelope representation) of the scene. Global features are based on configurations of spatial scales and are estimated without invoking segmentation or grouping operations. The scene-centered approach is not an alternative to local image analysis but would serve as a feed-forward and parallel pathway of visual processing, able to quickly constrain local feature analysis and enhance object recognition in cluttered natural scenes.},
author = {Oliva, Aude and Torralba, Antonio},
chapter = {2},
doi = {10.1016/S0079-6123(06)55002-2},
isbn = {1617258865},
issn = {00796123},
journal = {Progress in Brain Research},
keywords = {gist,global image feature,natural image,scene recognition,spatial envelope,spatial frequency},
number = {1},
pages = {23--36},
pmid = {17027377},
publisher = {Elsevier},
series = {Progress in Brain Research},
title = {{Building the gist of a scene : the role of global image features in recognition}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/17027377},
volume = {155},
year = {2006}
}

@book{Bishop2006,
 author = {Bishop, Christopher M.},
 title = {Pattern Recognition and Machine Learning (Information Science and Statistics)},
 year = {2006},
 isbn = {0387310738},
 publisher = {Springer-Verlag New York, Inc.},
 address = {Secaucus, NJ, USA},
} 

@book{Manning2008,
 author = {Manning, Christopher D. and Raghavan, Prabhakar and Schtze, Hinrich},
 title = {Introduction to Information Retrieval},
 year = {2008},
 isbn = {0521865719, 9780521865715},
 publisher = {Cambridge University Press},
 address = {New York, NY, USA},
} 

@book{Hatcher2004,
 author = {Hatcher, Erik and Gospodnetic, Otis},
 title = {Lucene in Action (In Action series)},
 year = {2004},
 isbn = {1932394281},
 publisher = {Manning Publications Co.},
 address = {Greenwich, CT, USA},
} 

@inproceedings{Lowe99,
 author = {Lowe, David G.},
 title = {Object Recognition from Local Scale-Invariant Features},
 booktitle = {Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2},
 series = {ICCV '99},
 year = {1999},
 isbn = {0-7695-0164-8},
 pages = {1150--},
 url = {http://dl.acm.org/citation.cfm?id=850924.851523},
 acmid = {851523},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
} 

@article{Sivic2003,
author = {Sivic, Josef and Zisserman, Andrew},
doi = {10.1109/ICCV.2003.1238663},
isbn = {0-7695-1950-4},
journal = {Proceedings Ninth IEEE International Conference on Computer Vision},
number = {Iccv},
pages = {1470--1477 vol.2},
publisher = {Ieee},
title = {{Video Google: a text retrieval approach to object matching in videos}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1238663},
year = {2003}
}

@article{Lowe2004,
 author = {Lowe, David G.},
 title = {Distinctive Image Features from Scale-Invariant Keypoints},
 journal = {Int. J. Comput. Vision},
 issue_date = {November 2004},
 volume = {60},
 number = {2},
 month = nov,
 year = {2004},
 issn = {0920-5691},
 pages = {91--110},
 numpages = {20},
 url = {http://dx.doi.org/10.1023/B:VISI.0000029664.99615.94},
 doi = {10.1023/B:VISI.0000029664.99615.94},
 acmid = {996342},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 keywords = {image matching, invariant features, object recognition, scale invariance},
} 

@inproceedings{Jegou2008,
 author = {Jegou, Herve and Douze, Matthijs and Schmid, Cordelia},
 title = {Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search},
 booktitle = {Proceedings of the 10th European Conference on Computer Vision: Part I},
 series = {ECCV '08},
 year = {2008},
 isbn = {978-3-540-88681-5},
 location = {Marseille, France},
 pages = {304--317},
 numpages = {14},
 url = {http://dx.doi.org/10.1007/978-3-540-88682-2_24},
 doi = {10.1007/978-3-540-88682-2_24},
 acmid = {1478419},
 publisher = {Springer-Verlag},
 address = {Berlin, Heidelberg},
} 

@article{Xu2010,
author = {Xu, Wangming and Fang, Kangling and Liu, Xinhai},
doi = {10.1109/ICMTMA.2010.726},
isbn = {9781424450015},
journal = {2010 International Conference on Measuring Technology and Mechatronics Automation},
keywords = {algorithm,cbir,features,form,identify correct matching,image matching,inliers,local invariant features,outliers,ransac,remove false matching},
pages = {952--955},
publisher = {Ieee},
title = {{Purifying Sets of Matched Features through RANSAC for Image Retrieval}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5459905},
year = {2010}
}

@inproceedings{Ulges2011,
 author = {Ulges, Adrian and Schulze, Christian},
 title = {Scene-based image retrieval by transitive matching},
 booktitle = {Proceedings of the 1st ACM International Conference on Multimedia Retrieval},
 series = {ICMR '11},
 year = {2011},
 isbn = {978-1-4503-0336-1},
 location = {Trento, Italy},
 pages = {47:1--47:8},
 articleno = {47},
 numpages = {8},
 url = {http://doi.acm.org/10.1145/1991996.1992043},
 doi = {10.1145/1991996.1992043},
 acmid = {1992043},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {content-based image retrieval, image clustering, scene-based retrieval, similarity search},
} 

@inproceedings{Nister2006,
 author = {Nister, David and Stewenius, Henrik},
 title = {Scalable Recognition with a Vocabulary Tree},
 booktitle = {Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2},
 series = {CVPR '06},
 year = {2006},
 isbn = {0-7695-2597-0},
 pages = {2161--2168},
 numpages = {8},
 url = {http://dx.doi.org/10.1109/CVPR.2006.264},
 doi = {10.1109/CVPR.2006.264},
 acmid = {1153548},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
} 

@inproceedings{weiss08,
  author    = {Weiss, Yair and
               Torralba, Antonio and
               Fergus, Robert},
  title     = {Spectral Hashing},
  booktitle = {NIPS},
  year      = {2008},
  pages     = {1753-1760},
  ee        = {http://books.nips.cc/papers/files/nips21/NIPS2008_0806.pdf},
  crossref  = {DBLP:conf/nips/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/nips/2008,
  editor    = {Koller, Daphne and
               Schuurmans, Dale and
               Bengio, Yoshua and
               Bottou, L{\'e}on},
  title     = {Advances in Neural Information Processing Systems 21, Proceedings
               of the Twenty-Second Annual Conference on Neural Information
               Processing Systems, Vancouver, British Columbia, Canada,
               December 8-11, 2008},
  booktitle = {NIPS},
  publisher = {Curran Associates, Inc.},
  year      = {2009},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{indyk98,
 author = {Indyk, Piotr and Motwani, Rajeev},
 title = {Approximate nearest neighbors: towards removing the curse of dimensionality},
 booktitle = {Proceedings of the thirtieth annual ACM symposium on Theory of computing},
 series = {STOC '98},
 year = {1998},
 isbn = {0-89791-962-9},
 location = {Dallas, Texas, United States},
 pages = {604--613},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/276698.276876},
 doi = {10.1145/276698.276876},
 acmid = {276876},
 publisher = {ACM},
 address = {New York, NY, USA},
} 

@book{jolliffe86,
  added-at = {2007-12-09T20:51:37.000+0100},
  author = {Jolliffe, I.T.},
  biburl = {http://www.bibsonomy.org/bibtex/21b71c6fb66b439679c9e0974777a8677/marymcglo},
  contents = {(not listed)},
  interhash = {2d412ce0d00e97ad8c2bdbeb053a4977},
  intrahash = {1b71c6fb66b439679c9e0974777a8677},
  keywords = {imported},
  publisher = {Springer Verlag},
  timestamp = {2007-12-09T20:51:37.000+0100},
  title = {Principal Component  Analysis},
  year = 1986
}

@misc{lucene,
abstract = {Apache Lucene API Java Docs},
author = {Apache},
title = {Apache Lucene 3.6.0 Java Docs},
url = {http://lucene.apache.org/core/3_6_0/api/all/index.html},
urldate = {01.05.2012},
year = {2012}
}
